The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
Copyrights notice
The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
RLS(Recursive Least Square) 알고리즘을 일부 수정하여 새로운 적응형 알고리즘을 제안합니다. 제안된 알고리즘은 잡음 분산을 제외하고 원하는 신호에 대한 통계나 지식이 필요하지 않으므로 표준 RLS 접근 방식이 불가능한 경우 CDMA(코드 분할 다중 접속) 시스템에서 채널 추정을 위한 적응 필터링에 적합합니다. 사용된. 이론적 분석은 제안된 알고리즘의 수렴을 보여주며, CDMA 채널 추정에 대한 시뮬레이션 결과는 제안된 알고리즘이 기존 채널 추정 기법보다 우수한 성능을 보인다는 것을 보여줍니다.
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Jihoon CHOI, Young-Ho JUNG, "Modified RLS Algorithm and Its Application to Channel Estimation for CDMA Systems" in IEICE TRANSACTIONS on Communications,
vol. E93-B, no. 5, pp. 1322-1325, May 2010, doi: 10.1587/transcom.E93.B.1322.
Abstract: A new adaptive algorithm is proposed by introducing some modifications to the recursive least squares (RLS) algorithm. Except for the noise variance, the proposed algorithm does not require any statistics or knowledge of the desired signal, thus, it is suitable for adaptive filtering for channel estimation in code division multiple access (CDMA) systems in cases where the standard RLS approach cannot be used. A theoretical analysis demonstrates the convergence of the proposed algorithm, and simulation results for CDMA channel estimation show that the proposed algorithm outperforms existing channel estimation schemes.
URL: https://global.ieice.org/en_transactions/communications/10.1587/transcom.E93.B.1322/_p
부
@ARTICLE{e93-b_5_1322,
author={Jihoon CHOI, Young-Ho JUNG, },
journal={IEICE TRANSACTIONS on Communications},
title={Modified RLS Algorithm and Its Application to Channel Estimation for CDMA Systems},
year={2010},
volume={E93-B},
number={5},
pages={1322-1325},
abstract={A new adaptive algorithm is proposed by introducing some modifications to the recursive least squares (RLS) algorithm. Except for the noise variance, the proposed algorithm does not require any statistics or knowledge of the desired signal, thus, it is suitable for adaptive filtering for channel estimation in code division multiple access (CDMA) systems in cases where the standard RLS approach cannot be used. A theoretical analysis demonstrates the convergence of the proposed algorithm, and simulation results for CDMA channel estimation show that the proposed algorithm outperforms existing channel estimation schemes.},
keywords={},
doi={10.1587/transcom.E93.B.1322},
ISSN={1745-1345},
month={May},}
부
TY - JOUR
TI - Modified RLS Algorithm and Its Application to Channel Estimation for CDMA Systems
T2 - IEICE TRANSACTIONS on Communications
SP - 1322
EP - 1325
AU - Jihoon CHOI
AU - Young-Ho JUNG
PY - 2010
DO - 10.1587/transcom.E93.B.1322
JO - IEICE TRANSACTIONS on Communications
SN - 1745-1345
VL - E93-B
IS - 5
JA - IEICE TRANSACTIONS on Communications
Y1 - May 2010
AB - A new adaptive algorithm is proposed by introducing some modifications to the recursive least squares (RLS) algorithm. Except for the noise variance, the proposed algorithm does not require any statistics or knowledge of the desired signal, thus, it is suitable for adaptive filtering for channel estimation in code division multiple access (CDMA) systems in cases where the standard RLS approach cannot be used. A theoretical analysis demonstrates the convergence of the proposed algorithm, and simulation results for CDMA channel estimation show that the proposed algorithm outperforms existing channel estimation schemes.
ER -